Sonnet, Luke. 2019. “2018 Pakistani General Election Polling Station Data.” https://doi.org/10.17605/osf.io/mtsnd.
Dataset name: 2018 Pakistani General Elections Polling Station Level Data (wide)
These data are the official form 48s (polling station level returns by candidate) and the unofficial form 45s, from which we collect preliminary gender-based turnout. This should allow for analysis of gender-based turnout, even in combined polling stations. Note the form 45s uploaded by the ECP were not the final, official forms for the ratification of the election. Only the form 48s, which do not have gendered turnout, are considered official.
Note that the release of these forms was not complete. Thus there is not complete coverage, and in some case the sum of the polling station totals is quite different from the reported constituency level returns. Furthermore, for some polling stations we only have form 45 data and for other polling stations we have only form 48 data (there are many missing form 45s).
Unfortunately, there are several sources of missingness: (1) illegible forms, (2) unreleased forms, and (3) non-sensical data. For now, all are coded as NA.
In some cases, some of the data differs across the two datasets. For that reason, and to clearly denote which form has which data, we append _45 to data from the form 45s.
Some constituency level electoral data:
Polling station level voting data:
total_votes / total_voters, the turnout comparing the registered voters on the form 28s to the number of votes on the form 48svalid_votes, but this comes from summing across the candidate votes (where none of them are missing), which in some cases is different from valid_votes where there are gaps in entry.total_votes column. They are only included for “Combined” polling stations; for female or male only polling stations, simply use the overall votes and turnout to look at gender-based turnout.total_female_votes_45 / male_voters)Candidate level names, vote totals, parties, and vote share:
The asterices represent which candidate id (in the long version of the data) we are referring to, and links the columns together.
valid_votes as found on the form 48s. Note there are some implausible outliers due to erroneous valid_votes totals.Other:
Metadata for search engines
Citation: Sonnet, Luke. 2019. “2018 Pakistani General Election Polling Station Data.” https://doi.org/10.17605/osf.io/mtsnd.
Identifier: https://osf.io/mtsnd/
Date published: 2019-10-21
Creator:
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| constituency_ps_id | character | 0 | 156114 | 156114 | 0 | 156114 | 5 | 9 |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| province | character | 0 | 156114 | 156114 | 0 | 4 | 3 | 11 |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| assembly | character | 0 | 156114 | 156114 | 0 | 2 | 8 | 10 |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| constituency_id | character | 0 | 156114 | 156114 | 0 | 792 | 3 | 5 |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| constituency_name | character | 0 | 156114 | 156114 | 0 | 606 | 4 | 48 |
6625 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| constituency_id_NA | character | 6625 | 149489 | 156114 | 0 | 261 | 3 | 5 |
0 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ps_id | integer | 0 | 156114 | 156114 | 124.97 | 98.48 | 1 | 50 | 102 | 174 | 924 | ▇▅▂▁▁▁▁▁ |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| ps_name | character | 0 | 156114 | 156114 | 0 | 79903 | 3 | 242 |
0 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| constituency_number_ps_male | integer | 0 | 156114 | 156114 | 64.67 | 46.2 | -99 | 33 | 56 | 89 | 212 | ▁▁▂▇▅▂▂▁ |
0 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| constituency_number_ps_female | integer | 0 | 156114 | 156114 | 60.03 | 42.49 | -99 | 31 | 53 | 82 | 172 | ▁▁▁▆▇▅▂▁ |
0 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| constituency_number_ps_combined | integer | 0 | 156114 | 156114 | 116.15 | 81.14 | -99 | 58 | 103 | 171 | 382 | ▁▃▇▇▅▃▁▁ |
0 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| constituency_number_ps_total | integer | 0 | 156114 | 156114 | 240.63 | 123.1 | -352 | 149 | 222 | 330 | 601 | ▁▁▁▂▇▆▂▁ |
0 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| constituency_registered_voters_male | integer | 0 | 156114 | 156114 | 167225.84 | 74593.44 | -99 | 106436 | 148279 | 232884 | 384762 | ▁▃▇▂▅▅▁▁ |
0 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| constituency_registered_voters_female | integer | 0 | 156114 | 156114 | 133147 | 61597.96 | -99 | 82950 | 118360 | 181551 | 3e+05 | ▁▃▇▃▅▅▁▁ |
0 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| constituency_registered_voters_total | integer | 0 | 156114 | 156114 | 3e+05 | 135656.64 | -198 | 189499 | 267858 | 415496 | 684447 | ▁▃▇▃▅▅▁▁ |
0 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| n_candidates | integer | 0 | 156114 | 156114 | 13.15 | 5.28 | 4 | 9 | 12 | 16 | 41 | ▃▇▅▂▁▁▁▁ |
117 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| male_voters | integer | 117 | 155997 | 156114 | 697.04 | 533.27 | 0 | 164 | 707 | 1048 | 4852 | ▇▇▃▁▁▁▁▁ |
145 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| female_voters | integer | 145 | 155969 | 156114 | 550.38 | 458.28 | 0 | 0 | 534 | 829 | 3490 | ▇▇▃▁▁▁▁▁ |
139 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| total_voters | integer | 139 | 155975 | 156114 | 1265.59 | 452.45 | 0 | 965 | 1213 | 1503 | 12803 | ▇▂▁▁▁▁▁▁ |
1771 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| valid_votes | integer | 1771 | 154343 | 156114 | 630.61 | 241.87 | 0 | 461 | 614 | 785 | 2028 | ▁▆▇▅▁▁▁▁ |
5354 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| invalid_votes | integer | 5354 | 150760 | 156114 | 20.82 | 18.42 | 0 | 9 | 16 | 27 | 1016 | ▇▁▁▁▁▁▁▁ |
5350 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| total_votes | integer | 5350 | 150764 | 156114 | 651.12 | 246.27 | 0 | 480 | 635 | 808 | 2053 | ▁▅▇▅▁▁▁▁ |
5498 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| turnout | numeric | 5498 | 150616 | 156114 | 0.52 | 0.13 | 0 | 0.45 | 0.54 | 0.61 | 5.24 | ▇▁▁▁▁▁▁▁ |
1484 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ps_valid_votes_summed | integer | 1484 | 154630 | 156114 | 631.27 | 241.75 | 0 | 462 | 615 | 785 | 2028 | ▁▆▇▅▁▁▁▁ |
118934 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| total_male_votes_45 | integer | 118934 | 37180 | 156114 | 411.16 | 148.59 | 0 | 306 | 401 | 507 | 1554 | ▁▇▇▂▁▁▁▁ |
119137 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| total_female_votes_45 | integer | 119137 | 36977 | 156114 | 283.89 | 120.29 | 0 | 203 | 281 | 361 | 1117 | ▂▇▇▂▁▁▁▁ |
116532 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| total_votes_45 | integer | 116532 | 39582 | 156114 | 687.48 | 251.47 | 0 | 511 | 675 | 855 | 2436 | ▁▆▇▃▁▁▁▁ |
118882 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| male_turnout_45 | numeric | 118882 | 37232 | 156114 | 0.57 | 0.12 | 0 | 0.5 | 0.58 | 0.65 | 5.95 | ▇▁▁▁▁▁▁▁ |
119137 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| female_turnout_45 | numeric | 119137 | 36977 | 156114 | 0.51 | 0.16 | 0 | 0.42 | 0.53 | 0.61 | 6.3 | ▇▁▁▁▁▁▁▁ |
116442 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| turnout_45 | numeric | 116442 | 39672 | 156114 | 0.54 | 0.13 | 0 | 0.47 | 0.56 | 0.62 | 5.24 | ▇▂▁▁▁▁▁▁ |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_1 | character | 0 | 156114 | 156114 | 0 | 668 | 4 | 38 |
40030 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_10 | character | 40030 | 116084 | 156114 | 0 | 579 | 4 | 37 |
53889 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_11 | character | 53889 | 102225 | 156114 | 0 | 521 | 5 | 45 |
67441 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_12 | character | 67441 | 88673 | 156114 | 0 | 458 | 5 | 38 |
78866 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_13 | character | 78866 | 77248 | 156114 | 0 | 403 | 5 | 41 |
92013 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_14 | character | 92013 | 64101 | 156114 | 0 | 346 | 4 | 41 |
104310 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_15 | character | 104310 | 51804 | 156114 | 0 | 281 | 7 | 35 |
115035 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_16 | character | 115035 | 41079 | 156114 | 0 | 242 | 5 | 38 |
123403 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_17 | character | 123403 | 32711 | 156114 | 0 | 200 | 8 | 33 |
129144 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_18 | character | 129144 | 26970 | 156114 | 0 | 168 | 6 | 33 |
135643 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_19 | character | 135643 | 20471 | 156114 | 0 | 131 | 5 | 32 |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_2 | character | 0 | 156114 | 156114 | 0 | 722 | 4 | 39 |
140403 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_20 | character | 140403 | 15711 | 156114 | 0 | 105 | 5 | 32 |
142611 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_21 | character | 142611 | 13503 | 156114 | 0 | 90 | 9 | 30 |
145572 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_22 | character | 145572 | 10542 | 156114 | 0 | 68 | 7 | 41 |
147338 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_23 | character | 147338 | 8776 | 156114 | 0 | 60 | 9 | 30 |
149076 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_24 | character | 149076 | 7038 | 156114 | 0 | 47 | 9 | 32 |
150138 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_25 | character | 150138 | 5976 | 156114 | 0 | 39 | 9 | 27 |
151881 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_26 | character | 151881 | 4233 | 156114 | 0 | 29 | 10 | 35 |
152823 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_27 | character | 152823 | 3291 | 156114 | 0 | 24 | 9 | 26 |
152967 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_28 | character | 152967 | 3147 | 156114 | 0 | 23 | 9 | 31 |
153396 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_29 | character | 153396 | 2718 | 156114 | 0 | 19 | 9 | 28 |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_3 | character | 0 | 156114 | 156114 | 0 | 741 | 4 | 39 |
153896 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_30 | character | 153896 | 2218 | 156114 | 0 | 15 | 6 | 29 |
154300 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_31 | character | 154300 | 1814 | 156114 | 0 | 11 | 11 | 28 |
155199 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_32 | character | 155199 | 915 | 156114 | 0 | 7 | 12 | 23 |
155294 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_33 | character | 155294 | 820 | 156114 | 0 | 6 | 15 | 25 |
155403 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_34 | character | 155403 | 711 | 156114 | 0 | 5 | 11 | 22 |
155403 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_35 | character | 155403 | 711 | 156114 | 0 | 5 | 10 | 24 |
155564 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_36 | character | 155564 | 550 | 156114 | 0 | 4 | 10 | 15 |
155564 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_37 | character | 155564 | 550 | 156114 | 0 | 4 | 9 | 21 |
155564 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_38 | character | 155564 | 550 | 156114 | 0 | 3 | 12 | 13 |
155695 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_39 | character | 155695 | 419 | 156114 | 0 | 3 | 12 | 24 |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_4 | character | 0 | 156114 | 156114 | 0 | 750 | 4 | 41 |
155793 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_40 | character | 155793 | 321 | 156114 | 0 | 2 | 13 | 13 |
155992 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_41 | character | 155992 | 122 | 156114 | 0 | 1 | 23 | 23 |
535 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_5 | character | 535 | 155579 | 156114 | 0 | 755 | 5 | 37 |
2999 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_6 | character | 2999 | 153115 | 156114 | 0 | 727 | 5 | 39 |
8865 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_7 | character | 8865 | 147249 | 156114 | 0 | 702 | 5 | 48 |
17859 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_8 | character | 17859 | 138255 | 156114 | 0 | 659 | 5 | 42 |
27790 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_name_9 | character | 27790 | 128324 | 156114 | 0 | 631 | 4 | 39 |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_1 | character | 0 | 156114 | 156114 | 0 | 47 | 11 | 44 |
40030 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_10 | character | 40030 | 116084 | 156114 | 0 | 46 | 11 | 39 |
53889 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_11 | character | 53889 | 102225 | 156114 | 0 | 47 | 11 | 56 |
67441 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_12 | character | 67441 | 88673 | 156114 | 0 | 46 | 11 | 39 |
78866 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_13 | character | 78866 | 77248 | 156114 | 0 | 41 | 11 | 39 |
92013 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_14 | character | 92013 | 64101 | 156114 | 0 | 36 | 11 | 43 |
104310 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_15 | character | 104310 | 51804 | 156114 | 0 | 38 | 11 | 56 |
115035 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_16 | character | 115035 | 41079 | 156114 | 0 | 32 | 11 | 43 |
123403 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_17 | character | 123403 | 32711 | 156114 | 0 | 31 | 11 | 39 |
129144 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_18 | character | 129144 | 26970 | 156114 | 0 | 26 | 11 | 39 |
135643 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_19 | character | 135643 | 20471 | 156114 | 0 | 25 | 11 | 39 |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_2 | character | 0 | 156114 | 156114 | 0 | 46 | 11 | 39 |
140403 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_20 | character | 140403 | 15711 | 156114 | 0 | 28 | 11 | 39 |
142611 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_21 | character | 142611 | 13503 | 156114 | 0 | 20 | 11 | 56 |
145572 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_22 | character | 145572 | 10542 | 156114 | 0 | 13 | 11 | 56 |
147338 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_23 | character | 147338 | 8776 | 156114 | 0 | 14 | 11 | 39 |
149076 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_24 | character | 149076 | 7038 | 156114 | 0 | 13 | 11 | 33 |
150138 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_25 | character | 150138 | 5976 | 156114 | 0 | 11 | 11 | 39 |
151881 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_26 | character | 151881 | 4233 | 156114 | 0 | 10 | 11 | 39 |
152823 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_27 | character | 152823 | 3291 | 156114 | 0 | 10 | 11 | 39 |
152967 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_28 | character | 152967 | 3147 | 156114 | 0 | 10 | 11 | 39 |
153396 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_29 | character | 153396 | 2718 | 156114 | 0 | 7 | 11 | 39 |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_3 | character | 0 | 156114 | 156114 | 0 | 54 | 11 | 39 |
153896 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_30 | character | 153896 | 2218 | 156114 | 0 | 7 | 11 | 39 |
154300 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_31 | character | 154300 | 1814 | 156114 | 0 | 5 | 11 | 30 |
155199 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_32 | character | 155199 | 915 | 156114 | 0 | 2 | 11 | 26 |
155294 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_33 | character | 155294 | 820 | 156114 | 0 | 2 | 11 | 33 |
155403 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_34 | character | 155403 | 711 | 156114 | 0 | 3 | 11 | 31 |
155403 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_35 | character | 155403 | 711 | 156114 | 0 | 3 | 11 | 25 |
155564 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_36 | character | 155564 | 550 | 156114 | 0 | 2 | 11 | 22 |
155564 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_37 | character | 155564 | 550 | 156114 | 0 | 3 | 11 | 39 |
155564 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_38 | character | 155564 | 550 | 156114 | 0 | 2 | 11 | 18 |
155695 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_39 | character | 155695 | 419 | 156114 | 0 | 1 | 11 | 11 |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_4 | character | 0 | 156114 | 156114 | 0 | 44 | 11 | 43 |
155793 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_40 | character | 155793 | 321 | 156114 | 0 | 2 | 11 | 23 |
155992 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_41 | character | 155992 | 122 | 156114 | 0 | 1 | 26 | 26 |
535 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_5 | character | 535 | 155579 | 156114 | 0 | 52 | 11 | 44 |
2999 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_6 | character | 2999 | 153115 | 156114 | 0 | 53 | 11 | 56 |
8865 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_7 | character | 8865 | 147249 | 156114 | 0 | 50 | 11 | 56 |
17859 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_8 | character | 17859 | 138255 | 156114 | 0 | 49 | 11 | 43 |
27790 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_party_9 | character | 27790 | 128324 | 156114 | 0 | 47 | 11 | 56 |
112 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_1 | integer | 112 | 156002 | 156114 | 59.07 | 117.9 | 0 | 0 | 3 | 47 | 1213 | ▇▁▁▁▁▁▁▁ |
40322 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_10 | integer | 40322 | 115792 | 156114 | 40.14 | 97.07 | 0 | 0 | 2 | 16 | 1229 | ▇▁▁▁▁▁▁▁ |
54187 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_11 | integer | 54187 | 101927 | 156114 | 45.1 | 101.22 | 0 | 0 | 2 | 22 | 1687 | ▇▁▁▁▁▁▁▁ |
67680 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_12 | integer | 67680 | 88434 | 156114 | 31.14 | 83.71 | 0 | 0 | 1 | 10 | 1668 | ▇▁▁▁▁▁▁▁ |
79318 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_13 | integer | 79318 | 76796 | 156114 | 40.67 | 99.46 | 0 | 0 | 2 | 17 | 1160 | ▇▁▁▁▁▁▁▁ |
92165 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_14 | integer | 92165 | 63949 | 156114 | 32.82 | 86.89 | 0 | 0 | 1 | 11 | 1171 | ▇▁▁▁▁▁▁▁ |
104462 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_15 | character | 104462 | 51652 | 156114 | 0 | 670 | 1 | 4 |
115073 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_16 | character | 115073 | 41041 | 156114 | 0 | 591 | 1 | 3 |
123413 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_17 | character | 123413 | 32701 | 156114 | 0 | 596 | 1 | 3 |
129153 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_18 | character | 129153 | 26961 | 156114 | 0 | 491 | 1 | 3 |
135652 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_19 | character | 135652 | 20462 | 156114 | 0 | 495 | 1 | 4 |
142 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_2 | integer | 142 | 155972 | 156114 | 60.92 | 119.18 | 0 | 0 | 4 | 51 | 1268 | ▇▁▁▁▁▁▁▁ |
140414 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_20 | character | 140414 | 15700 | 156114 | 0 | 466 | 1 | 3 |
142640 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_21 | character | 142640 | 13474 | 156114 | 0 | 407 | 1 | 3 |
145597 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_22 | character | 145597 | 10517 | 156114 | 0 | 451 | 1 | 4 |
147372 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_23 | character | 147372 | 8742 | 156114 | 0 | 284 | 1 | 3 |
149079 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_24 | character | 149079 | 7035 | 156114 | 0 | 335 | 1 | 3 |
150171 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_25 | character | 150171 | 5943 | 156114 | 0 | 319 | 1 | 3 |
151955 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_26 | character | 151955 | 4159 | 156114 | 0 | 328 | 1 | 3 |
152829 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_27 | character | 152829 | 3285 | 156114 | 0 | 250 | 1 | 4 |
152977 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_28 | character | 152977 | 3137 | 156114 | 0 | 251 | 1 | 4 |
153400 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_29 | character | 153400 | 2714 | 156114 | 0 | 131 | 1 | 3 |
159 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_3 | integer | 159 | 155955 | 156114 | 63.28 | 123.06 | 0 | 1 | 4 | 54 | 1803 | ▇▁▁▁▁▁▁▁ |
154088 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_30 | character | 154088 | 2026 | 156114 | 0 | 115 | 1 | 3 |
154314 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_31 | character | 154314 | 1800 | 156114 | 0 | 157 | 1 | 3 |
155219 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_32 | character | 155219 | 895 | 156114 | 0 | 54 | 1 | 3 |
155302 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_33 | character | 155302 | 812 | 156114 | 0 | 35 | 1 | 3 |
155440 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_34 | character | 155440 | 674 | 156114 | 0 | 163 | 1 | 3 |
155413 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_35 | character | 155413 | 701 | 156114 | 0 | 33 | 1 | 3 |
155565 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_36 | character | 155565 | 549 | 156114 | 0 | 36 | 1 | 3 |
155565 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_37 | character | 155565 | 549 | 156114 | 0 | 69 | 1 | 3 |
155567 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_38 | character | 155567 | 547 | 156114 | 0 | 9 | 1 | 2 |
155695 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_39 | character | 155695 | 419 | 156114 | 0 | 84 | 1 | 3 |
211 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_4 | integer | 211 | 155903 | 156114 | 57.79 | 115.88 | 0 | 0 | 4 | 43 | 1280 | ▇▁▁▁▁▁▁▁ |
155793 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_40 | character | 155793 | 321 | 156114 | 0 | 65 | 1 | 3 |
155992 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| candidate_votes_41 | character | 155992 | 122 | 156114 | 0 | 33 | 1 | 2 |
671 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_5 | integer | 671 | 155443 | 156114 | 54.85 | 114.91 | 0 | 0 | 3 | 37 | 1591 | ▇▁▁▁▁▁▁▁ |
3144 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_6 | integer | 3144 | 152970 | 156114 | 54.31 | 111.69 | 0 | 0 | 3 | 40 | 1192 | ▇▁▁▁▁▁▁▁ |
9071 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_7 | integer | 9071 | 147043 | 156114 | 47.03 | 102.21 | 0 | 0 | 2 | 29 | 1282 | ▇▁▁▁▁▁▁▁ |
18090 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_8 | integer | 18090 | 138024 | 156114 | 48.25 | 105.81 | 0 | 0 | 2 | 27 | 1666 | ▇▁▁▁▁▁▁▁ |
28093 missing values.
| name | data_type | missing | complete | n | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| candidate_votes_9 | integer | 28093 | 128021 | 156114 | 48.74 | 106.55 | 0 | 0 | 2 | 29 | 1292 | ▇▁▁▁▁▁▁▁ |
116387 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| ps_name_45 | character | 116387 | 39727 | 156114 | 0 | 35399 | 7 | 242 |
155189 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| comments_45 | character | 155189 | 925 | 156114 | 0 | 238 | 8 | 33 |
0 missing values.
| name | data_type | missing | complete | n | empty | n_unique | min | max |
|---|---|---|---|---|---|---|---|---|
| ps_gender_type | character | 0 | 156114 | 156114 | 0 | 4 | 7 | 11 |
JSON-LD metadata
The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.
{
"name": "2018 Pakistani General Elections Polling Station Level Data (wide)",
"description": "\n### Overview\n\nThese data are the official form 48s (polling station level returns by candidate) and the unofficial form 45s, from which we collect preliminary gender-based turnout. This should allow for analysis of gender-based turnout, even in combined polling stations. Note the form 45s uploaded by the ECP were not the final, official forms for the ratification of the election. Only the form 48s, which do not have gendered turnout, are considered official.\n\nNote that the release of these forms was *not* complete. Thus there is not complete coverage, and in some case the sum of the polling station totals is quite different from the reported constituency level returns. Furthermore, for some polling stations we only have form 45 data and for other polling stations we have only form 48 data (there are many missing form 45s).\n\nUnfortunately, there are several sources of missingness: (1) illegible forms, (2) unreleased forms, and (3) non-sensical data. For now, all are coded as `NA`.\n\nIn some cases, some of the data differs across the two datasets. For that reason, and to clearly denote which form has which data, we append `_45` to data from the form 45s.\n\n### Variable summary\n\n* constituency_ps_id: the pasted together constituency_id and ps_id, a unique identifier of the constituency-polling station\n* province\n* assembly\n* constituency_id\n* constituency_name\n* constituency_id_NA: the corresponding national assembly constituency (for the provincial assemblies)\n* ps_id: the official serial number of the polling station\n* ps_name: the name of the polling station\n* ps_gender_type: our best guess about whether the polling station is female only, male only, or combined\n\nSome constituency level electoral data:\n\n* constituency_registered_voters_male\n* constituency_registered_voters_female\n* constituency_registered_voters_total\n* constituency_number_ps_male: number of male-only polling stations in the constituency\n* constituency_number_ps_female: number of female-only polling stations in the constituency\n* constituency_number_ps_combined: number of combined polling stations in the constituency\n* constituency_number_ps_total: total number of polling stations in the constituency\n* n_candidates: the number of candidate registered in this constituency\n\nPolling station level voting data:\n\n* male_voters, female_voters, total_voters: the total number of registered voters, merged from the form 28 polling station-electoral area data\n* invalid_votes, valid_votes, total_votes: the votes cast by category as recorded on the form 48s\n* turnout: `total_votes / total_voters`, the turnout comparing the registered voters on the form 28s to the number of votes on the form 48s\n* ps_valid_votes_summed: in most cases should be the same as `valid_votes`, but this comes from summing across the candidate votes (where none of them are missing), which in some cases is different from `valid_votes` where there are gaps in entry.\n* total_male_votes_45, total_female_votes_45, total_votes_45: total votes cast by gender from the form 45s; these are unofficial forms and may differ when summed from the `total_votes` column. They are only included for \"Combined\" polling stations; for female or male only polling stations, simply use the overall votes and turnout to look at gender-based turnout.\n* male_turnout_45, female_turnout_45, turnout_45: turnout as defined by the gendered vote totals over the form 28 number of registered voters of that gender (e.g. `total_female_votes_45 / male_voters`)\n\nCandidate level names, vote totals, parties, and vote share:\n\nThe asterices represent which candidate id (in the long version of the data) we are referring to, and links the columns together.\n\n* candidate_name_*\n* candidate_votes_*\n* candidate_party_*\n* candidate_valid_share_*: This is defined as the candidate_votes over the `valid_votes` as found on the form 48s. Note there are some implausible outliers due to erroneous `valid_votes` totals.\n\nOther:\n\n* ps_name_45: preserved for the few mismatches in names across forms\n* comments, comments_45: comments by data entry operators about the data quality and matches across fields\n\n\n\n## Table of variables\nThis table contains variable names, labels, their central tendencies and other attributes.\n\n|name |data_type |missing |complete |n |empty |n_unique |min |max |mean |sd |p0 |p25 |p50 |p75 |p100 |hist |\n|:-------------------------------------|:---------|:-------|:--------|:------|:-----|:--------|:---|:---|:---------|:---------|:----|:-------|:------|:------|:------|:--------|\n|constituency_ps_id |character |0 |156114 |156114 |0 |156114 |5 |9 |NA |NA |NA |NA |NA |NA |NA |NA |\n|province |character |0 |156114 |156114 |0 |4 |3 |11 |NA |NA |NA |NA |NA |NA |NA |NA |\n|assembly |character |0 |156114 |156114 |0 |2 |8 |10 |NA |NA |NA |NA |NA |NA |NA |NA |\n|constituency_id |character |0 |156114 |156114 |0 |792 |3 |5 |NA |NA |NA |NA |NA |NA |NA |NA |\n|constituency_name |character |0 |156114 |156114 |0 |606 |4 |48 |NA |NA |NA |NA |NA |NA |NA |NA |\n|constituency_id_NA |character |6625 |149489 |156114 |0 |261 |3 |5 |NA |NA |NA |NA |NA |NA |NA |NA |\n|ps_id |integer |0 |156114 |156114 |NA |NA |NA |NA |124.97 |98.48 |1 |50 |102 |174 |924 |▇▅▂▁▁▁▁▁ |\n|ps_name |character |0 |156114 |156114 |0 |79903 |3 |242 |NA |NA |NA |NA |NA |NA |NA |NA |\n|constituency_number_ps_male |integer |0 |156114 |156114 |NA |NA |NA |NA |64.67 |46.2 |-99 |33 |56 |89 |212 |▁▁▂▇▅▂▂▁ |\n|constituency_number_ps_female |integer |0 |156114 |156114 |NA |NA |NA |NA |60.03 |42.49 |-99 |31 |53 |82 |172 |▁▁▁▆▇▅▂▁ |\n|constituency_number_ps_combined |integer |0 |156114 |156114 |NA |NA |NA |NA |116.15 |81.14 |-99 |58 |103 |171 |382 |▁▃▇▇▅▃▁▁ |\n|constituency_number_ps_total |integer |0 |156114 |156114 |NA |NA |NA |NA |240.63 |123.1 |-352 |149 |222 |330 |601 |▁▁▁▂▇▆▂▁ |\n|constituency_registered_voters_male |integer |0 |156114 |156114 |NA |NA |NA |NA |167225.84 |74593.44 |-99 |106436 |148279 |232884 |384762 |▁▃▇▂▅▅▁▁ |\n|constituency_registered_voters_female |integer |0 |156114 |156114 |NA |NA |NA |NA |133147 |61597.96 |-99 |82950 |118360 |181551 |3e+05 |▁▃▇▃▅▅▁▁ |\n|constituency_registered_voters_total |integer |0 |156114 |156114 |NA |NA |NA |NA |3e+05 |135656.64 |-198 |189499 |267858 |415496 |684447 |▁▃▇▃▅▅▁▁ |\n|n_candidates |integer |0 |156114 |156114 |NA |NA |NA |NA |13.15 |5.28 |4 |9 |12 |16 |41 |▃▇▅▂▁▁▁▁ |\n|male_voters |integer |117 |155997 |156114 |NA |NA |NA |NA |697.04 |533.27 |0 |164 |707 |1048 |4852 |▇▇▃▁▁▁▁▁ |\n|female_voters |integer |145 |155969 |156114 |NA |NA |NA |NA |550.38 |458.28 |0 |0 |534 |829 |3490 |▇▇▃▁▁▁▁▁ |\n|total_voters |integer |139 |155975 |156114 |NA |NA |NA |NA |1265.59 |452.45 |0 |965 |1213 |1503 |12803 |▇▂▁▁▁▁▁▁ |\n|valid_votes |integer |1771 |154343 |156114 |NA |NA |NA |NA |630.61 |241.87 |0 |461 |614 |785 |2028 |▁▆▇▅▁▁▁▁ |\n|invalid_votes |integer |5354 |150760 |156114 |NA |NA |NA |NA |20.82 |18.42 |0 |9 |16 |27 |1016 |▇▁▁▁▁▁▁▁ |\n|total_votes |integer |5350 |150764 |156114 |NA |NA |NA |NA |651.12 |246.27 |0 |480 |635 |808 |2053 |▁▅▇▅▁▁▁▁ |\n|turnout |numeric |5498 |150616 |156114 |NA |NA |NA |NA |0.52 |0.13 |0 |0.45 |0.54 |0.61 |5.24 |▇▁▁▁▁▁▁▁ |\n|ps_valid_votes_summed |integer |1484 |154630 |156114 |NA |NA |NA |NA |631.27 |241.75 |0 |462 |615 |785 |2028 |▁▆▇▅▁▁▁▁ |\n|total_male_votes_45 |integer |118934 |37180 |156114 |NA |NA |NA |NA |411.16 |148.59 |0 |306 |401 |507 |1554 |▁▇▇▂▁▁▁▁ |\n|total_female_votes_45 |integer |119137 |36977 |156114 |NA |NA |NA |NA |283.89 |120.29 |0 |203 |281 |361 |1117 |▂▇▇▂▁▁▁▁ |\n|total_votes_45 |integer |116532 |39582 |156114 |NA |NA |NA |NA |687.48 |251.47 |0 |511 |675 |855 |2436 |▁▆▇▃▁▁▁▁ |\n|male_turnout_45 |numeric |118882 |37232 |156114 |NA |NA |NA |NA |0.57 |0.12 |0 |0.5 |0.58 |0.65 |5.95 |▇▁▁▁▁▁▁▁ |\n|female_turnout_45 |numeric |119137 |36977 |156114 |NA |NA |NA |NA |0.51 |0.16 |0 |0.42 |0.53 |0.61 |6.3 |▇▁▁▁▁▁▁▁ |\n|turnout_45 |numeric |116442 |39672 |156114 |NA |NA |NA |NA |0.54 |0.13 |0 |0.47 |0.56 |0.62 |5.24 |▇▂▁▁▁▁▁▁ |\n|comments |character |155710 |404 |156114 |0 |32 |1 |120 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_1 |character |0 |156114 |156114 |0 |668 |4 |38 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_10 |character |40030 |116084 |156114 |0 |579 |4 |37 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_11 |character |53889 |102225 |156114 |0 |521 |5 |45 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_12 |character |67441 |88673 |156114 |0 |458 |5 |38 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_13 |character |78866 |77248 |156114 |0 |403 |5 |41 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_14 |character |92013 |64101 |156114 |0 |346 |4 |41 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_15 |character |104310 |51804 |156114 |0 |281 |7 |35 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_16 |character |115035 |41079 |156114 |0 |242 |5 |38 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_17 |character |123403 |32711 |156114 |0 |200 |8 |33 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_18 |character |129144 |26970 |156114 |0 |168 |6 |33 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_19 |character |135643 |20471 |156114 |0 |131 |5 |32 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_2 |character |0 |156114 |156114 |0 |722 |4 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_20 |character |140403 |15711 |156114 |0 |105 |5 |32 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_21 |character |142611 |13503 |156114 |0 |90 |9 |30 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_22 |character |145572 |10542 |156114 |0 |68 |7 |41 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_23 |character |147338 |8776 |156114 |0 |60 |9 |30 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_24 |character |149076 |7038 |156114 |0 |47 |9 |32 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_25 |character |150138 |5976 |156114 |0 |39 |9 |27 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_26 |character |151881 |4233 |156114 |0 |29 |10 |35 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_27 |character |152823 |3291 |156114 |0 |24 |9 |26 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_28 |character |152967 |3147 |156114 |0 |23 |9 |31 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_29 |character |153396 |2718 |156114 |0 |19 |9 |28 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_3 |character |0 |156114 |156114 |0 |741 |4 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_30 |character |153896 |2218 |156114 |0 |15 |6 |29 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_31 |character |154300 |1814 |156114 |0 |11 |11 |28 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_32 |character |155199 |915 |156114 |0 |7 |12 |23 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_33 |character |155294 |820 |156114 |0 |6 |15 |25 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_34 |character |155403 |711 |156114 |0 |5 |11 |22 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_35 |character |155403 |711 |156114 |0 |5 |10 |24 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_36 |character |155564 |550 |156114 |0 |4 |10 |15 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_37 |character |155564 |550 |156114 |0 |4 |9 |21 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_38 |character |155564 |550 |156114 |0 |3 |12 |13 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_39 |character |155695 |419 |156114 |0 |3 |12 |24 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_4 |character |0 |156114 |156114 |0 |750 |4 |41 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_40 |character |155793 |321 |156114 |0 |2 |13 |13 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_41 |character |155992 |122 |156114 |0 |1 |23 |23 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_5 |character |535 |155579 |156114 |0 |755 |5 |37 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_6 |character |2999 |153115 |156114 |0 |727 |5 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_7 |character |8865 |147249 |156114 |0 |702 |5 |48 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_8 |character |17859 |138255 |156114 |0 |659 |5 |42 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_name_9 |character |27790 |128324 |156114 |0 |631 |4 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_1 |character |0 |156114 |156114 |0 |47 |11 |44 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_10 |character |40030 |116084 |156114 |0 |46 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_11 |character |53889 |102225 |156114 |0 |47 |11 |56 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_12 |character |67441 |88673 |156114 |0 |46 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_13 |character |78866 |77248 |156114 |0 |41 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_14 |character |92013 |64101 |156114 |0 |36 |11 |43 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_15 |character |104310 |51804 |156114 |0 |38 |11 |56 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_16 |character |115035 |41079 |156114 |0 |32 |11 |43 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_17 |character |123403 |32711 |156114 |0 |31 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_18 |character |129144 |26970 |156114 |0 |26 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_19 |character |135643 |20471 |156114 |0 |25 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_2 |character |0 |156114 |156114 |0 |46 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_20 |character |140403 |15711 |156114 |0 |28 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_21 |character |142611 |13503 |156114 |0 |20 |11 |56 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_22 |character |145572 |10542 |156114 |0 |13 |11 |56 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_23 |character |147338 |8776 |156114 |0 |14 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_24 |character |149076 |7038 |156114 |0 |13 |11 |33 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_25 |character |150138 |5976 |156114 |0 |11 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_26 |character |151881 |4233 |156114 |0 |10 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_27 |character |152823 |3291 |156114 |0 |10 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_28 |character |152967 |3147 |156114 |0 |10 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_29 |character |153396 |2718 |156114 |0 |7 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_3 |character |0 |156114 |156114 |0 |54 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_30 |character |153896 |2218 |156114 |0 |7 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_31 |character |154300 |1814 |156114 |0 |5 |11 |30 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_32 |character |155199 |915 |156114 |0 |2 |11 |26 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_33 |character |155294 |820 |156114 |0 |2 |11 |33 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_34 |character |155403 |711 |156114 |0 |3 |11 |31 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_35 |character |155403 |711 |156114 |0 |3 |11 |25 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_36 |character |155564 |550 |156114 |0 |2 |11 |22 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_37 |character |155564 |550 |156114 |0 |3 |11 |39 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_38 |character |155564 |550 |156114 |0 |2 |11 |18 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_39 |character |155695 |419 |156114 |0 |1 |11 |11 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_4 |character |0 |156114 |156114 |0 |44 |11 |43 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_40 |character |155793 |321 |156114 |0 |2 |11 |23 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_41 |character |155992 |122 |156114 |0 |1 |26 |26 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_5 |character |535 |155579 |156114 |0 |52 |11 |44 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_6 |character |2999 |153115 |156114 |0 |53 |11 |56 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_7 |character |8865 |147249 |156114 |0 |50 |11 |56 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_8 |character |17859 |138255 |156114 |0 |49 |11 |43 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_party_9 |character |27790 |128324 |156114 |0 |47 |11 |56 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_1 |numeric |1980 |154134 |156114 |NA |NA |NA |NA |0.094 |0.19 |0 |0 |0.0045 |0.084 |27.75 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_10 |numeric |41602 |114512 |156114 |NA |NA |NA |NA |0.063 |0.15 |0 |0 |0.003 |0.028 |21.25 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_11 |numeric |55452 |100662 |156114 |NA |NA |NA |NA |0.071 |0.15 |0 |0 |0.0036 |0.037 |1 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_12 |numeric |68946 |87168 |156114 |NA |NA |NA |NA |0.051 |0.13 |0 |0 |0.0023 |0.018 |1 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_13 |numeric |80261 |75853 |156114 |NA |NA |NA |NA |0.064 |0.14 |0 |0 |0.0031 |0.029 |1.73 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_14 |numeric |93005 |63109 |156114 |NA |NA |NA |NA |0.049 |0.12 |0 |0 |0.0021 |0.018 |1 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_15 |character |105267 |50847 |156114 |0 |15326 |1 |22 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_16 |character |115809 |40305 |156114 |0 |12129 |1 |22 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_17 |character |123628 |32486 |156114 |0 |10160 |1 |20 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_18 |character |129365 |26749 |156114 |0 |8417 |1 |22 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_19 |character |135865 |20249 |156114 |0 |6827 |1 |22 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_2 |numeric |1999 |154115 |156114 |NA |NA |NA |NA |0.096 |0.17 |0 |0 |0.0069 |0.09 |1 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_20 |character |140627 |15487 |156114 |0 |5518 |1 |22 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_21 |character |142850 |13264 |156114 |0 |4482 |1 |20 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_22 |character |145808 |10306 |156114 |0 |3592 |1 |20 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_23 |character |147584 |8530 |156114 |0 |2975 |1 |20 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_24 |character |149293 |6821 |156114 |0 |2650 |1 |20 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_25 |character |150378 |5736 |156114 |0 |1990 |1 |20 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_26 |character |152146 |3968 |156114 |0 |1720 |1 |20 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_27 |character |153021 |3093 |156114 |0 |1317 |1 |19 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_28 |character |153169 |2945 |156114 |0 |1296 |1 |19 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_29 |character |153592 |2522 |156114 |0 |779 |1 |20 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_3 |numeric |2005 |154109 |156114 |NA |NA |NA |NA |0.1 |0.18 |0 |0.00099 |0.0075 |0.098 |1 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_30 |character |154093 |2021 |156114 |0 |711 |1 |19 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_31 |character |154317 |1797 |156114 |0 |643 |1 |20 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_32 |character |155221 |893 |156114 |0 |218 |1 |19 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_33 |character |155305 |809 |156114 |0 |184 |1 |20 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_34 |character |155441 |673 |156114 |0 |443 |1 |20 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_35 |character |155416 |698 |156114 |0 |197 |1 |19 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_36 |character |155568 |546 |156114 |0 |199 |1 |19 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_37 |character |155568 |546 |156114 |0 |203 |1 |19 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_38 |character |155570 |544 |156114 |0 |84 |1 |19 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_39 |character |155695 |419 |156114 |0 |253 |1 |19 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_4 |numeric |2066 |154048 |156114 |NA |NA |NA |NA |0.091 |0.17 |0 |0 |0.0065 |0.077 |1 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_40 |character |155793 |321 |156114 |0 |171 |1 |19 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_41 |character |155992 |122 |156114 |0 |92 |1 |20 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_valid_share_5 |numeric |2533 |153581 |156114 |NA |NA |NA |NA |0.086 |0.22 |0 |0 |0.0053 |0.065 |53.25 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_6 |numeric |5006 |151108 |156114 |NA |NA |NA |NA |0.087 |0.17 |0 |0 |0.0054 |0.071 |1 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_7 |numeric |10842 |145272 |156114 |NA |NA |NA |NA |0.074 |0.15 |0 |0 |0.0038 |0.05 |12.25 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_8 |numeric |19839 |136275 |156114 |NA |NA |NA |NA |0.076 |0.16 |0 |0 |0.0039 |0.047 |9.75 |▇▁▁▁▁▁▁▁ |\n|candidate_valid_share_9 |numeric |29392 |126722 |156114 |NA |NA |NA |NA |0.08 |0.16 |0 |0 |0.0041 |0.051 |2.25 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_1 |integer |112 |156002 |156114 |NA |NA |NA |NA |59.07 |117.9 |0 |0 |3 |47 |1213 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_10 |integer |40322 |115792 |156114 |NA |NA |NA |NA |40.14 |97.07 |0 |0 |2 |16 |1229 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_11 |integer |54187 |101927 |156114 |NA |NA |NA |NA |45.1 |101.22 |0 |0 |2 |22 |1687 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_12 |integer |67680 |88434 |156114 |NA |NA |NA |NA |31.14 |83.71 |0 |0 |1 |10 |1668 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_13 |integer |79318 |76796 |156114 |NA |NA |NA |NA |40.67 |99.46 |0 |0 |2 |17 |1160 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_14 |integer |92165 |63949 |156114 |NA |NA |NA |NA |32.82 |86.89 |0 |0 |1 |11 |1171 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_15 |character |104462 |51652 |156114 |0 |670 |1 |4 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_16 |character |115073 |41041 |156114 |0 |591 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_17 |character |123413 |32701 |156114 |0 |596 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_18 |character |129153 |26961 |156114 |0 |491 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_19 |character |135652 |20462 |156114 |0 |495 |1 |4 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_2 |integer |142 |155972 |156114 |NA |NA |NA |NA |60.92 |119.18 |0 |0 |4 |51 |1268 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_20 |character |140414 |15700 |156114 |0 |466 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_21 |character |142640 |13474 |156114 |0 |407 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_22 |character |145597 |10517 |156114 |0 |451 |1 |4 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_23 |character |147372 |8742 |156114 |0 |284 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_24 |character |149079 |7035 |156114 |0 |335 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_25 |character |150171 |5943 |156114 |0 |319 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_26 |character |151955 |4159 |156114 |0 |328 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_27 |character |152829 |3285 |156114 |0 |250 |1 |4 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_28 |character |152977 |3137 |156114 |0 |251 |1 |4 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_29 |character |153400 |2714 |156114 |0 |131 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_3 |integer |159 |155955 |156114 |NA |NA |NA |NA |63.28 |123.06 |0 |1 |4 |54 |1803 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_30 |character |154088 |2026 |156114 |0 |115 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_31 |character |154314 |1800 |156114 |0 |157 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_32 |character |155219 |895 |156114 |0 |54 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_33 |character |155302 |812 |156114 |0 |35 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_34 |character |155440 |674 |156114 |0 |163 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_35 |character |155413 |701 |156114 |0 |33 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_36 |character |155565 |549 |156114 |0 |36 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_37 |character |155565 |549 |156114 |0 |69 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_38 |character |155567 |547 |156114 |0 |9 |1 |2 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_39 |character |155695 |419 |156114 |0 |84 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_4 |integer |211 |155903 |156114 |NA |NA |NA |NA |57.79 |115.88 |0 |0 |4 |43 |1280 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_40 |character |155793 |321 |156114 |0 |65 |1 |3 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_41 |character |155992 |122 |156114 |0 |33 |1 |2 |NA |NA |NA |NA |NA |NA |NA |NA |\n|candidate_votes_5 |integer |671 |155443 |156114 |NA |NA |NA |NA |54.85 |114.91 |0 |0 |3 |37 |1591 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_6 |integer |3144 |152970 |156114 |NA |NA |NA |NA |54.31 |111.69 |0 |0 |3 |40 |1192 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_7 |integer |9071 |147043 |156114 |NA |NA |NA |NA |47.03 |102.21 |0 |0 |2 |29 |1282 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_8 |integer |18090 |138024 |156114 |NA |NA |NA |NA |48.25 |105.81 |0 |0 |2 |27 |1666 |▇▁▁▁▁▁▁▁ |\n|candidate_votes_9 |integer |28093 |128021 |156114 |NA |NA |NA |NA |48.74 |106.55 |0 |0 |2 |29 |1292 |▇▁▁▁▁▁▁▁ |\n|ps_name_45 |character |116387 |39727 |156114 |0 |35399 |7 |242 |NA |NA |NA |NA |NA |NA |NA |NA |\n|comments_45 |character |155189 |925 |156114 |0 |238 |8 |33 |NA |NA |NA |NA |NA |NA |NA |NA |\n|ps_gender_type |character |0 |156114 |156114 |0 |4 |7 |11 |NA |NA |NA |NA |NA |NA |NA |NA |\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.8.1).",
"identifier": "https://osf.io/mtsnd/",
"datePublished": "2019-10-21",
"creator": {
"@type": "Person",
"givenName": "Luke",
"familyName": "Sonnet",
"email": "luke.sonnet@gmail.com"
},
"citation": "Sonnet, Luke. 2019. “2018 Pakistani General Election Polling Station Data.” https://doi.org/10.17605/osf.io/mtsnd.",
"url": "https://osf.io/mtsnd/",
"keywords": ["constituency_ps_id", "province", "assembly", "constituency_id", "constituency_name", "constituency_id_NA", "ps_id", "ps_name", "constituency_number_ps_male", "constituency_number_ps_female", "constituency_number_ps_combined", "constituency_number_ps_total", "constituency_registered_voters_male", "constituency_registered_voters_female", "constituency_registered_voters_total", "n_candidates", "male_voters", "female_voters", "total_voters", "valid_votes", "invalid_votes", "total_votes", "turnout", "ps_valid_votes_summed", "total_male_votes_45", "total_female_votes_45", "total_votes_45", "male_turnout_45", "female_turnout_45", "turnout_45", "comments", "candidate_name_1", "candidate_name_10", "candidate_name_11", "candidate_name_12", "candidate_name_13", "candidate_name_14", "candidate_name_15", "candidate_name_16", "candidate_name_17", "candidate_name_18", "candidate_name_19", "candidate_name_2", "candidate_name_20", "candidate_name_21", "candidate_name_22", "candidate_name_23", "candidate_name_24", "candidate_name_25", "candidate_name_26", "candidate_name_27", "candidate_name_28", "candidate_name_29", "candidate_name_3", "candidate_name_30", "candidate_name_31", "candidate_name_32", "candidate_name_33", "candidate_name_34", "candidate_name_35", "candidate_name_36", "candidate_name_37", "candidate_name_38", "candidate_name_39", "candidate_name_4", "candidate_name_40", "candidate_name_41", "candidate_name_5", "candidate_name_6", "candidate_name_7", "candidate_name_8", "candidate_name_9", "candidate_party_1", "candidate_party_10", "candidate_party_11", "candidate_party_12", "candidate_party_13", "candidate_party_14", "candidate_party_15", "candidate_party_16", "candidate_party_17", "candidate_party_18", "candidate_party_19", "candidate_party_2", "candidate_party_20", "candidate_party_21", "candidate_party_22", "candidate_party_23", "candidate_party_24", "candidate_party_25", "candidate_party_26", "candidate_party_27", "candidate_party_28", "candidate_party_29", "candidate_party_3", "candidate_party_30", "candidate_party_31", "candidate_party_32", "candidate_party_33", "candidate_party_34", "candidate_party_35", "candidate_party_36", "candidate_party_37", "candidate_party_38", "candidate_party_39", "candidate_party_4", "candidate_party_40", "candidate_party_41", "candidate_party_5", "candidate_party_6", "candidate_party_7", "candidate_party_8", "candidate_party_9", "candidate_valid_share_1", "candidate_valid_share_10", "candidate_valid_share_11", "candidate_valid_share_12", "candidate_valid_share_13", "candidate_valid_share_14", "candidate_valid_share_15", "candidate_valid_share_16", "candidate_valid_share_17", "candidate_valid_share_18", "candidate_valid_share_19", "candidate_valid_share_2", "candidate_valid_share_20", "candidate_valid_share_21", "candidate_valid_share_22", "candidate_valid_share_23", "candidate_valid_share_24", "candidate_valid_share_25", "candidate_valid_share_26", "candidate_valid_share_27", "candidate_valid_share_28", "candidate_valid_share_29", "candidate_valid_share_3", "candidate_valid_share_30", "candidate_valid_share_31", "candidate_valid_share_32", "candidate_valid_share_33", "candidate_valid_share_34", "candidate_valid_share_35", "candidate_valid_share_36", "candidate_valid_share_37", "candidate_valid_share_38", "candidate_valid_share_39", "candidate_valid_share_4", "candidate_valid_share_40", "candidate_valid_share_41", "candidate_valid_share_5", "candidate_valid_share_6", "candidate_valid_share_7", "candidate_valid_share_8", "candidate_valid_share_9", "candidate_votes_1", "candidate_votes_10", "candidate_votes_11", "candidate_votes_12", "candidate_votes_13", "candidate_votes_14", "candidate_votes_15", "candidate_votes_16", "candidate_votes_17", "candidate_votes_18", "candidate_votes_19", "candidate_votes_2", "candidate_votes_20", "candidate_votes_21", "candidate_votes_22", "candidate_votes_23", "candidate_votes_24", "candidate_votes_25", "candidate_votes_26", "candidate_votes_27", "candidate_votes_28", "candidate_votes_29", "candidate_votes_3", "candidate_votes_30", "candidate_votes_31", "candidate_votes_32", "candidate_votes_33", "candidate_votes_34", "candidate_votes_35", "candidate_votes_36", "candidate_votes_37", "candidate_votes_38", "candidate_votes_39", "candidate_votes_4", "candidate_votes_40", "candidate_votes_41", "candidate_votes_5", "candidate_votes_6", "candidate_votes_7", "candidate_votes_8", "candidate_votes_9", "ps_name_45", "comments_45", "ps_gender_type"],
"@context": "http://schema.org/",
"@type": "Dataset",
"variableMeasured": [
{
"name": "constituency_ps_id",
"@type": "propertyValue"
},
{
"name": "province",
"@type": "propertyValue"
},
{
"name": "assembly",
"@type": "propertyValue"
},
{
"name": "constituency_id",
"@type": "propertyValue"
},
{
"name": "constituency_name",
"@type": "propertyValue"
},
{
"name": "constituency_id_NA",
"@type": "propertyValue"
},
{
"name": "ps_id",
"@type": "propertyValue"
},
{
"name": "ps_name",
"@type": "propertyValue"
},
{
"name": "constituency_number_ps_male",
"@type": "propertyValue"
},
{
"name": "constituency_number_ps_female",
"@type": "propertyValue"
},
{
"name": "constituency_number_ps_combined",
"@type": "propertyValue"
},
{
"name": "constituency_number_ps_total",
"@type": "propertyValue"
},
{
"name": "constituency_registered_voters_male",
"@type": "propertyValue"
},
{
"name": "constituency_registered_voters_female",
"@type": "propertyValue"
},
{
"name": "constituency_registered_voters_total",
"@type": "propertyValue"
},
{
"name": "n_candidates",
"@type": "propertyValue"
},
{
"name": "male_voters",
"@type": "propertyValue"
},
{
"name": "female_voters",
"@type": "propertyValue"
},
{
"name": "total_voters",
"@type": "propertyValue"
},
{
"name": "valid_votes",
"@type": "propertyValue"
},
{
"name": "invalid_votes",
"@type": "propertyValue"
},
{
"name": "total_votes",
"@type": "propertyValue"
},
{
"name": "turnout",
"@type": "propertyValue"
},
{
"name": "ps_valid_votes_summed",
"@type": "propertyValue"
},
{
"name": "total_male_votes_45",
"@type": "propertyValue"
},
{
"name": "total_female_votes_45",
"@type": "propertyValue"
},
{
"name": "total_votes_45",
"@type": "propertyValue"
},
{
"name": "male_turnout_45",
"@type": "propertyValue"
},
{
"name": "female_turnout_45",
"@type": "propertyValue"
},
{
"name": "turnout_45",
"@type": "propertyValue"
},
{
"name": "comments",
"@type": "propertyValue"
},
{
"name": "candidate_name_1",
"@type": "propertyValue"
},
{
"name": "candidate_name_10",
"@type": "propertyValue"
},
{
"name": "candidate_name_11",
"@type": "propertyValue"
},
{
"name": "candidate_name_12",
"@type": "propertyValue"
},
{
"name": "candidate_name_13",
"@type": "propertyValue"
},
{
"name": "candidate_name_14",
"@type": "propertyValue"
},
{
"name": "candidate_name_15",
"@type": "propertyValue"
},
{
"name": "candidate_name_16",
"@type": "propertyValue"
},
{
"name": "candidate_name_17",
"@type": "propertyValue"
},
{
"name": "candidate_name_18",
"@type": "propertyValue"
},
{
"name": "candidate_name_19",
"@type": "propertyValue"
},
{
"name": "candidate_name_2",
"@type": "propertyValue"
},
{
"name": "candidate_name_20",
"@type": "propertyValue"
},
{
"name": "candidate_name_21",
"@type": "propertyValue"
},
{
"name": "candidate_name_22",
"@type": "propertyValue"
},
{
"name": "candidate_name_23",
"@type": "propertyValue"
},
{
"name": "candidate_name_24",
"@type": "propertyValue"
},
{
"name": "candidate_name_25",
"@type": "propertyValue"
},
{
"name": "candidate_name_26",
"@type": "propertyValue"
},
{
"name": "candidate_name_27",
"@type": "propertyValue"
},
{
"name": "candidate_name_28",
"@type": "propertyValue"
},
{
"name": "candidate_name_29",
"@type": "propertyValue"
},
{
"name": "candidate_name_3",
"@type": "propertyValue"
},
{
"name": "candidate_name_30",
"@type": "propertyValue"
},
{
"name": "candidate_name_31",
"@type": "propertyValue"
},
{
"name": "candidate_name_32",
"@type": "propertyValue"
},
{
"name": "candidate_name_33",
"@type": "propertyValue"
},
{
"name": "candidate_name_34",
"@type": "propertyValue"
},
{
"name": "candidate_name_35",
"@type": "propertyValue"
},
{
"name": "candidate_name_36",
"@type": "propertyValue"
},
{
"name": "candidate_name_37",
"@type": "propertyValue"
},
{
"name": "candidate_name_38",
"@type": "propertyValue"
},
{
"name": "candidate_name_39",
"@type": "propertyValue"
},
{
"name": "candidate_name_4",
"@type": "propertyValue"
},
{
"name": "candidate_name_40",
"@type": "propertyValue"
},
{
"name": "candidate_name_41",
"@type": "propertyValue"
},
{
"name": "candidate_name_5",
"@type": "propertyValue"
},
{
"name": "candidate_name_6",
"@type": "propertyValue"
},
{
"name": "candidate_name_7",
"@type": "propertyValue"
},
{
"name": "candidate_name_8",
"@type": "propertyValue"
},
{
"name": "candidate_name_9",
"@type": "propertyValue"
},
{
"name": "candidate_party_1",
"@type": "propertyValue"
},
{
"name": "candidate_party_10",
"@type": "propertyValue"
},
{
"name": "candidate_party_11",
"@type": "propertyValue"
},
{
"name": "candidate_party_12",
"@type": "propertyValue"
},
{
"name": "candidate_party_13",
"@type": "propertyValue"
},
{
"name": "candidate_party_14",
"@type": "propertyValue"
},
{
"name": "candidate_party_15",
"@type": "propertyValue"
},
{
"name": "candidate_party_16",
"@type": "propertyValue"
},
{
"name": "candidate_party_17",
"@type": "propertyValue"
},
{
"name": "candidate_party_18",
"@type": "propertyValue"
},
{
"name": "candidate_party_19",
"@type": "propertyValue"
},
{
"name": "candidate_party_2",
"@type": "propertyValue"
},
{
"name": "candidate_party_20",
"@type": "propertyValue"
},
{
"name": "candidate_party_21",
"@type": "propertyValue"
},
{
"name": "candidate_party_22",
"@type": "propertyValue"
},
{
"name": "candidate_party_23",
"@type": "propertyValue"
},
{
"name": "candidate_party_24",
"@type": "propertyValue"
},
{
"name": "candidate_party_25",
"@type": "propertyValue"
},
{
"name": "candidate_party_26",
"@type": "propertyValue"
},
{
"name": "candidate_party_27",
"@type": "propertyValue"
},
{
"name": "candidate_party_28",
"@type": "propertyValue"
},
{
"name": "candidate_party_29",
"@type": "propertyValue"
},
{
"name": "candidate_party_3",
"@type": "propertyValue"
},
{
"name": "candidate_party_30",
"@type": "propertyValue"
},
{
"name": "candidate_party_31",
"@type": "propertyValue"
},
{
"name": "candidate_party_32",
"@type": "propertyValue"
},
{
"name": "candidate_party_33",
"@type": "propertyValue"
},
{
"name": "candidate_party_34",
"@type": "propertyValue"
},
{
"name": "candidate_party_35",
"@type": "propertyValue"
},
{
"name": "candidate_party_36",
"@type": "propertyValue"
},
{
"name": "candidate_party_37",
"@type": "propertyValue"
},
{
"name": "candidate_party_38",
"@type": "propertyValue"
},
{
"name": "candidate_party_39",
"@type": "propertyValue"
},
{
"name": "candidate_party_4",
"@type": "propertyValue"
},
{
"name": "candidate_party_40",
"@type": "propertyValue"
},
{
"name": "candidate_party_41",
"@type": "propertyValue"
},
{
"name": "candidate_party_5",
"@type": "propertyValue"
},
{
"name": "candidate_party_6",
"@type": "propertyValue"
},
{
"name": "candidate_party_7",
"@type": "propertyValue"
},
{
"name": "candidate_party_8",
"@type": "propertyValue"
},
{
"name": "candidate_party_9",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_1",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_10",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_11",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_12",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_13",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_14",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_15",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_16",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_17",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_18",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_19",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_2",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_20",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_21",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_22",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_23",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_24",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_25",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_26",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_27",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_28",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_29",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_3",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_30",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_31",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_32",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_33",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_34",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_35",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_36",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_37",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_38",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_39",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_4",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_40",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_41",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_5",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_6",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_7",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_8",
"@type": "propertyValue"
},
{
"name": "candidate_valid_share_9",
"@type": "propertyValue"
},
{
"name": "candidate_votes_1",
"@type": "propertyValue"
},
{
"name": "candidate_votes_10",
"@type": "propertyValue"
},
{
"name": "candidate_votes_11",
"@type": "propertyValue"
},
{
"name": "candidate_votes_12",
"@type": "propertyValue"
},
{
"name": "candidate_votes_13",
"@type": "propertyValue"
},
{
"name": "candidate_votes_14",
"@type": "propertyValue"
},
{
"name": "candidate_votes_15",
"@type": "propertyValue"
},
{
"name": "candidate_votes_16",
"@type": "propertyValue"
},
{
"name": "candidate_votes_17",
"@type": "propertyValue"
},
{
"name": "candidate_votes_18",
"@type": "propertyValue"
},
{
"name": "candidate_votes_19",
"@type": "propertyValue"
},
{
"name": "candidate_votes_2",
"@type": "propertyValue"
},
{
"name": "candidate_votes_20",
"@type": "propertyValue"
},
{
"name": "candidate_votes_21",
"@type": "propertyValue"
},
{
"name": "candidate_votes_22",
"@type": "propertyValue"
},
{
"name": "candidate_votes_23",
"@type": "propertyValue"
},
{
"name": "candidate_votes_24",
"@type": "propertyValue"
},
{
"name": "candidate_votes_25",
"@type": "propertyValue"
},
{
"name": "candidate_votes_26",
"@type": "propertyValue"
},
{
"name": "candidate_votes_27",
"@type": "propertyValue"
},
{
"name": "candidate_votes_28",
"@type": "propertyValue"
},
{
"name": "candidate_votes_29",
"@type": "propertyValue"
},
{
"name": "candidate_votes_3",
"@type": "propertyValue"
},
{
"name": "candidate_votes_30",
"@type": "propertyValue"
},
{
"name": "candidate_votes_31",
"@type": "propertyValue"
},
{
"name": "candidate_votes_32",
"@type": "propertyValue"
},
{
"name": "candidate_votes_33",
"@type": "propertyValue"
},
{
"name": "candidate_votes_34",
"@type": "propertyValue"
},
{
"name": "candidate_votes_35",
"@type": "propertyValue"
},
{
"name": "candidate_votes_36",
"@type": "propertyValue"
},
{
"name": "candidate_votes_37",
"@type": "propertyValue"
},
{
"name": "candidate_votes_38",
"@type": "propertyValue"
},
{
"name": "candidate_votes_39",
"@type": "propertyValue"
},
{
"name": "candidate_votes_4",
"@type": "propertyValue"
},
{
"name": "candidate_votes_40",
"@type": "propertyValue"
},
{
"name": "candidate_votes_41",
"@type": "propertyValue"
},
{
"name": "candidate_votes_5",
"@type": "propertyValue"
},
{
"name": "candidate_votes_6",
"@type": "propertyValue"
},
{
"name": "candidate_votes_7",
"@type": "propertyValue"
},
{
"name": "candidate_votes_8",
"@type": "propertyValue"
},
{
"name": "candidate_votes_9",
"@type": "propertyValue"
},
{
"name": "ps_name_45",
"@type": "propertyValue"
},
{
"name": "comments_45",
"@type": "propertyValue"
},
{
"name": "ps_gender_type",
"@type": "propertyValue"
}
]
}`
comments
Distribution
155710 missing values.
Summary statistics